R Code for Symptomes Analyses

knitr::opts_chunk$set(echo = FALSE, message=FALSE, warning= FALSE)

# load libraries necessary for the analyses
library(here)
library(car)
library(afex)
library(doBy)
library(ggplot2)
library(viridis)
library(ggExtra)
library(viridis)
library(jtools)
library(plyr)
library(dplyr)
library(tidyr)
library(psych)
library(devtools)
library(GPArotation)
library(nFactors)
library(RGenData)
library(lavaan)
library(semPlot)
library(data.table)
library(reshape2)
library(Hmisc)

# for network analysis
library(corrplot)
library(RColorBrewer)
library(bootnet)
library(networktools)
library(NetworkComparisonTest)
library(qgraph)

# libraries for htlm file 
library(JWileymisc)
library(kableExtra)
library(knitr)
## [1] 666

Identify communities

We want to get the color code for our symptoms groups into clusters

# create dataset for analysis
db.sympt.all<- subset( db.sympt.sub, select = -sub )

# combine dataset
db.sympt  = cbind (CESD, PSS, IAT, EAT26, OCIR)

#get clusters to color code symptoms
sympt.ega.simple <- EGAnet::EGA(db.sympt, model = "glasso")

Compute the network

# create color code based on the  communities
colors = c(rep(pal_sy[9],30), rep(pal_sy[10],20), rep(pal_sy[6],26), rep(pal_sy[4],18),rep(pal[8],2)) 
new_names = c(paste("cesd",1:20,"", sep="") , paste("pss",1:10,"", sep=""), paste("iat",1:20,"", sep=""), paste("eat",1:26,"", sep=""),paste("oci",1:18,"", sep=""), "Automaticity", "Routine") 


mynetwork.sympt <- estimateNetwork(db.sympt.all, default ="EBICglasso") 
nledges.sympt   <- getWmat(mynetwork.sympt)

#plot network
qgraph(nledges.sympt,
       minimum = 0.05,
       cut = 0.1,
       layout = "spring",
       label.scale = F,
       label.norm = 12,
       labels = new_names,
       label.cex = 0.7,
       edge.labels = F,
       border.width = 2,
       color = colors,
       border.color = colors,
       node.width = 1.2,
       posCol = c("#006666","#006666"),
       negCol = c("goldenrod4","goldenrod4"),
       vTrans = 160,
       label.font = 2)

dev.print(pdf, file.path(figures_path,'Figure_Exp2Exp1_symptomsNetwork.pdf'))
## quartz_off_screen 
##                 2
dev.off()
## null device 
##           1
CentralityTable <- centralityTable(mynetwork.sympt)

Table to get the assess of the precision the edges estimation for automaticity

# estimate network stability
set.seed(1331)
b1 <- bootnet(mynetwork.sympt, boots= 10000, nCores = 1,
              statistics = c("strength","expectedInfluence","edge"),caseN = 50)
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# put values in a tables
tb.b1 = summary(b1)


#get values of interest
automaticity = subset(tb.b1, type == "edge" & node1 == "COHS_automaticity" | node2 =="COHS_automaticity")

tb_symp_auto <- automaticity %>% as.data.frame() %>% arrange(desc(sample))


tb_symp_auto_boot <- knitr::kable(tb_symp_auto , "html", caption = "Table Automaticity") %>%
 kableExtra::kable_styling(latex_options = "HOLD_position", position = "center", full_width = F) %>%
  row_spec(0,bold=T,align='c')

tb_symp_auto_boot
Table Automaticity
type id node1 node2 sample mean sd CIlower CIupper q2.5 q97.5 q2.5_non0 mean_non0 q97.5_non0 var_non0 sd_non0 prop0
edge EAT26[4]–COHS_automaticity EAT26[4] COHS_automaticity 0.1366633 0.1167864 0.0273744 0.0819146 0.1914120 0.0616446 0.1725469 0.0616446 0.1167864 0.1725469 0.0007494 0.0273744 0.000
edge COHS_automaticity–COHS_routine COHS_automaticity COHS_routine 0.1224528 0.1004851 0.0369242 0.0486044 0.1963011 0.0289606 0.1749653 0.0317318 0.1010917 0.1750210 0.0013103 0.0361974 0.006
edge IAT[2]–COHS_automaticity IAT[2] COHS_automaticity 0.0990480 0.0894526 0.0307932 0.0374616 0.1606345 0.0285574 0.1484307 0.0315569 0.0898119 0.1484943 0.0009197 0.0303272 0.004
edge IAT[14]–COHS_automaticity IAT[14] COHS_automaticity 0.0567869 0.0450706 0.0305804 -0.0043739 0.1179478 0.0000000 0.1102515 0.0049584 0.0496372 0.1132468 0.0008031 0.0283389 0.092
edge IAT[1]–COHS_automaticity IAT[1] COHS_automaticity 0.0564313 0.0467424 0.0295773 -0.0027233 0.1155859 0.0000000 0.1090711 0.0031174 0.0502606 0.1103653 0.0007637 0.0276354 0.070
edge EAT26[11]–COHS_automaticity EAT26[11] COHS_automaticity 0.0484458 0.0346758 0.0227413 0.0029631 0.0939284 0.0000000 0.0826289 0.0038300 0.0378557 0.0833092 0.0004441 0.0210746 0.084
edge IAT[16]–COHS_automaticity IAT[16] COHS_automaticity 0.0413849 0.0386080 0.0302638 -0.0191427 0.1019125 0.0000000 0.1034829 0.0024464 0.0453145 0.1066712 0.0007709 0.0277655 0.148
edge PSS[6]–COHS_automaticity PSS[6] COHS_automaticity 0.0395522 0.0293639 0.0265135 -0.0134749 0.0925792 0.0000000 0.0895532 0.0018731 0.0370756 0.0931582 0.0006015 0.0245263 0.208
edge CESD[5]–COHS_automaticity CESD[5] COHS_automaticity 0.0393630 0.0315274 0.0263704 -0.0133778 0.0921037 0.0000000 0.0895546 0.0028541 0.0384950 0.0938794 0.0005807 0.0240982 0.181
edge PSS[9]–COHS_automaticity PSS[9] COHS_automaticity 0.0360897 0.0235429 0.0226464 -0.0092031 0.0813826 0.0000000 0.0773768 0.0019429 0.0313487 0.0815299 0.0004381 0.0209309 0.249
edge OCIR[1]–COHS_automaticity OCIR[1] COHS_automaticity 0.0232124 0.0182208 0.0217355 -0.0202586 0.0666835 0.0000000 0.0733231 0.0017582 0.0297239 0.0806879 0.0004287 0.0207051 0.387
edge PSS[3]–COHS_automaticity PSS[3] COHS_automaticity 0.0152063 0.0140930 0.0184146 -0.0216228 0.0520354 0.0000000 0.0645258 0.0008070 0.0247680 0.0678494 0.0003315 0.0182082 0.431
edge OCIR[13]–COHS_automaticity OCIR[13] COHS_automaticity 0.0138254 0.0120470 0.0170224 -0.0202193 0.0478701 0.0000000 0.0567236 0.0009915 0.0236679 0.0654936 0.0002942 0.0171534 0.491
edge IAT[17]–COHS_automaticity IAT[17] COHS_automaticity 0.0137849 0.0147665 0.0202607 -0.0267365 0.0543064 0.0000000 0.0686442 0.0011244 0.0278614 0.0753086 0.0004097 0.0202406 0.470
edge CESD[10]–COHS_automaticity CESD[10] COHS_automaticity 0.0072840 0.0100019 0.0163477 -0.0254115 0.0399795 0.0000000 0.0553921 0.0006422 0.0228354 0.0674848 0.0003172 0.0178105 0.562
edge PSS[7]–COHS_automaticity PSS[7] COHS_automaticity 0.0019776 0.0078323 0.0155126 -0.0290477 0.0330028 0.0000000 0.0573642 0.0009981 0.0241738 0.0720188 0.0003480 0.0186552 0.676
edge IAT[8]–COHS_automaticity IAT[8] COHS_automaticity 0.0017288 0.0090161 0.0152310 -0.0287333 0.0321908 0.0000000 0.0524963 0.0006739 0.0218306 0.0624497 0.0002821 0.0167951 0.587
edge IAT[7]–COHS_automaticity IAT[7] COHS_automaticity 0.0005284 0.0074821 0.0150747 -0.0296210 0.0306777 0.0000000 0.0501292 0.0010967 0.0233088 0.0677052 0.0003394 0.0184222 0.679
edge CESD[11]–COHS_automaticity CESD[11] COHS_automaticity 0.0000000 0.0002134 0.0019629 -0.0039259 0.0039259 0.0000000 0.0000000 0.0004626 0.0088905 0.0449558 0.0000869 0.0093199 0.976
edge CESD[12]–COHS_automaticity CESD[12] COHS_automaticity 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge CESD[13]–COHS_automaticity CESD[13] COHS_automaticity 0.0000000 -0.0000130 0.0003348 -0.0006695 0.0006695 0.0000000 0.0000000 -0.0104227 -0.0043185 -0.0008900 0.0000281 0.0052998 0.997
edge CESD[14]–COHS_automaticity CESD[14] COHS_automaticity 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge CESD[15]–COHS_automaticity CESD[15] COHS_automaticity 0.0000000 0.0008725 0.0047461 -0.0094922 0.0094922 0.0000000 0.0153480 0.0000166 0.0153065 0.0471492 0.0001770 0.0133026 0.943
edge CESD[16]–COHS_automaticity CESD[16] COHS_automaticity 0.0000000 0.0000884 0.0011481 -0.0022962 0.0022962 0.0000000 0.0000000 0.0008957 0.0098222 0.0241292 0.0000570 0.0075528 0.991
edge CESD[17]–COHS_automaticity CESD[17] COHS_automaticity 0.0000000 0.0003379 0.0025302 -0.0050603 0.0050603 0.0000000 0.0024316 0.0001984 0.0125136 0.0382452 0.0000878 0.0093677 0.973
edge CESD[18]–COHS_automaticity CESD[18] COHS_automaticity 0.0000000 0.0000171 0.0003440 -0.0006880 0.0006880 0.0000000 0.0000000 0.0021176 0.0057111 0.0083071 0.0000103 0.0032130 0.997
edge CESD[19]–COHS_automaticity CESD[19] COHS_automaticity 0.0000000 0.0007365 0.0040893 -0.0081787 0.0081787 0.0000000 0.0097472 0.0017377 0.0141634 0.0490070 0.0001337 0.0115615 0.948
edge CESD[1]–COHS_automaticity CESD[1] COHS_automaticity 0.0000000 0.0057826 0.0120392 -0.0240783 0.0240783 0.0000000 0.0429259 0.0007155 0.0184160 0.0574741 0.0002292 0.0151396 0.686
edge CESD[20]–COHS_automaticity CESD[20] COHS_automaticity 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge CESD[3]–COHS_automaticity CESD[3] COHS_automaticity 0.0000000 0.0000409 0.0005828 -0.0011656 0.0011656 0.0000000 0.0000000 0.0006864 0.0051112 0.0142868 0.0000189 0.0043424 0.992
edge CESD[4]–COHS_automaticity CESD[4] COHS_automaticity 0.0000000 0.0000890 0.0011308 -0.0022616 0.0022616 0.0000000 0.0000000 0.0006927 0.0080945 0.0216848 0.0000565 0.0075141 0.989
edge CESD[6]–COHS_automaticity CESD[6] COHS_automaticity 0.0000000 0.0000027 0.0000851 -0.0001702 0.0001702 0.0000000 0.0000000 0.0026907 0.0026907 0.0026907 0.0000000 0.0000000 0.999
edge CESD[7]–COHS_automaticity CESD[7] COHS_automaticity 0.0000000 0.0010493 0.0047349 -0.0094697 0.0094697 0.0000000 0.0160334 0.0003752 0.0131158 0.0441626 0.0001232 0.0111011 0.920
edge CESD[8]–COHS_automaticity CESD[8] COHS_automaticity 0.0000000 0.0004859 0.0028561 -0.0057123 0.0057123 0.0000000 0.0083034 0.0012086 0.0110440 0.0344298 0.0000702 0.0083788 0.956
edge CESD[9]–COHS_automaticity CESD[9] COHS_automaticity 0.0000000 0.0007774 0.0040441 -0.0080881 0.0080881 0.0000000 0.0114252 0.0005976 0.0131758 0.0410217 0.0001155 0.0107479 0.941
edge EAT26[10]–COHS_automaticity EAT26[10] COHS_automaticity 0.0000000 0.0036376 0.0093487 -0.0186974 0.0186974 0.0000000 0.0352258 0.0002456 0.0161669 0.0477791 0.0001863 0.0136497 0.775
edge EAT26[12]–COHS_automaticity EAT26[12] COHS_automaticity 0.0000000 0.0000654 0.0012046 -0.0024091 0.0024091 0.0000000 0.0000000 0.0016366 0.0108965 0.0314401 0.0001483 0.0121769 0.994
edge EAT26[13]–COHS_automaticity EAT26[13] COHS_automaticity 0.0000000 0.0000298 0.0006094 -0.0012187 0.0012187 0.0000000 0.0000000 0.0035003 0.0099343 0.0157655 0.0000379 0.0061548 0.997
edge EAT26[14]–COHS_automaticity EAT26[14] COHS_automaticity 0.0000000 0.0014115 0.0055792 -0.0111584 0.0111584 0.0000000 0.0170330 0.0002425 0.0139752 0.0515689 0.0001336 0.0115597 0.899
edge EAT26[15]–COHS_automaticity EAT26[15] COHS_automaticity 0.0000000 0.0002657 0.0018798 -0.0037596 0.0037596 0.0000000 0.0011958 0.0001050 0.0102203 0.0241567 0.0000354 0.0059496 0.974
edge EAT26[18]–COHS_automaticity EAT26[18] COHS_automaticity 0.0000000 -0.0000385 0.0006204 -0.0012408 0.0012408 0.0000000 0.0000000 -0.0116118 -0.0096208 -0.0070997 0.0000053 0.0022918 0.996
edge EAT26[19]–COHS_automaticity EAT26[19] COHS_automaticity 0.0000000 0.0003916 0.0029068 -0.0058137 0.0058137 0.0000000 0.0024264 0.0010583 0.0145050 0.0377191 0.0001121 0.0105865 0.973
edge EAT26[1]–COHS_automaticity EAT26[1] COHS_automaticity 0.0000000 0.0016822 0.0059111 -0.0118221 0.0118221 0.0000000 0.0217425 0.0007123 0.0140181 0.0423585 0.0001189 0.0109062 0.880
edge EAT26[21]–COHS_automaticity EAT26[21] COHS_automaticity 0.0000000 0.0008556 0.0044519 -0.0089039 0.0089039 0.0000000 0.0160056 0.0001513 0.0142593 0.0515655 0.0001412 0.0118839 0.940
edge EAT26[22]–COHS_automaticity EAT26[22] COHS_automaticity 0.0000000 0.0055992 0.0122095 -0.0244189 0.0244189 0.0000000 0.0445811 0.0006553 0.0192411 0.0562140 0.0002501 0.0158156 0.709
edge EAT26[23]–COHS_automaticity EAT26[23] COHS_automaticity 0.0000000 0.0000228 0.0004165 -0.0008330 0.0008330 0.0000000 0.0000000 0.0020261 0.0057070 0.0108224 0.0000145 0.0038091 0.996
edge EAT26[24]–COHS_automaticity EAT26[24] COHS_automaticity 0.0000000 -0.0017634 0.0070095 -0.0140190 0.0140190 -0.0258759 0.0000000 -0.0530263 -0.0176345 -0.0001732 0.0002131 0.0145978 0.900
edge EAT26[26]–COHS_automaticity EAT26[26] COHS_automaticity 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge EAT26[2]–COHS_automaticity EAT26[2] COHS_automaticity 0.0000000 -0.0021648 0.0079751 -0.0159502 0.0159502 -0.0316638 0.0000000 -0.0509752 -0.0195029 -0.0009995 0.0002364 0.0153757 0.889
edge EAT26[3]–COHS_automaticity EAT26[3] COHS_automaticity 0.0000000 0.0003965 0.0033622 -0.0067245 0.0067245 0.0000000 0.0000000 0.0009679 0.0188794 0.0482123 0.0001983 0.0140810 0.979
edge EAT26[6]–COHS_automaticity EAT26[6] COHS_automaticity 0.0000000 -0.0008965 0.0048670 -0.0097340 0.0097340 -0.0159737 0.0000000 -0.0491472 -0.0160084 -0.0005399 0.0001839 0.0135623 0.944
edge EAT26[7]–COHS_automaticity EAT26[7] COHS_automaticity 0.0000000 -0.0000197 0.0003331 -0.0006662 0.0006662 0.0000000 0.0000000 -0.0081350 -0.0039415 -0.0001503 0.0000084 0.0028966 0.995
edge EAT26[8]–COHS_automaticity EAT26[8] COHS_automaticity 0.0000000 -0.0004450 0.0031827 -0.0063653 0.0063653 -0.0059811 0.0000000 -0.0482297 -0.0148324 -0.0008275 0.0001282 0.0113215 0.970
edge EAT26[9]–COHS_automaticity EAT26[9] COHS_automaticity 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge IAT[10]–COHS_automaticity IAT[10] COHS_automaticity 0.0000000 0.0001077 0.0015615 -0.0031231 0.0031231 0.0000000 0.0000000 0.0000315 0.0179546 0.0272178 0.0001027 0.0101326 0.994
edge IAT[11]–COHS_automaticity IAT[11] COHS_automaticity 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge IAT[12]–COHS_automaticity IAT[12] COHS_automaticity 0.0000000 -0.0001413 0.0017634 -0.0035268 0.0035268 0.0000000 0.0000000 -0.0466515 -0.0094200 -0.0004917 0.0001282 0.0113242 0.985
edge IAT[13]–COHS_automaticity IAT[13] COHS_automaticity 0.0000000 0.0001149 0.0014326 -0.0028652 0.0028652 0.0000000 0.0000000 0.0012290 0.0104434 0.0348011 0.0000864 0.0092943 0.989
edge IAT[15]–COHS_automaticity IAT[15] COHS_automaticity 0.0000000 0.0005342 0.0036227 -0.0072454 0.0072454 0.0000000 0.0065549 0.0008664 0.0121411 0.0526956 0.0001607 0.0126769 0.956
edge IAT[18]–COHS_automaticity IAT[18] COHS_automaticity 0.0000000 0.0018024 0.0065897 -0.0131794 0.0131794 0.0000000 0.0246408 0.0002709 0.0147740 0.0494072 0.0001653 0.0128566 0.878
edge IAT[19]–COHS_automaticity IAT[19] COHS_automaticity 0.0000000 0.0000024 0.0000766 -0.0001531 0.0001531 0.0000000 0.0000000 0.0024209 0.0024209 0.0024209 0.0000000 0.0000000 0.999
edge IAT[20]–COHS_automaticity IAT[20] COHS_automaticity 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge IAT[3]–COHS_automaticity IAT[3] COHS_automaticity 0.0000000 -0.0023648 0.0087245 -0.0174489 0.0174489 -0.0322806 0.0000000 -0.0721344 -0.0193834 -0.0005570 0.0002958 0.0171997 0.878
edge IAT[4]–COHS_automaticity IAT[4] COHS_automaticity 0.0000000 0.0021037 0.0070752 -0.0141504 0.0141504 0.0000000 0.0247335 0.0011924 0.0164350 0.0520860 0.0001564 0.0125050 0.872
edge IAT[5]–COHS_automaticity IAT[5] COHS_automaticity 0.0000000 0.0036237 0.0104699 -0.0209398 0.0209398 0.0000000 0.0402279 0.0005442 0.0185831 0.0678201 0.0002851 0.0168836 0.805
edge IAT[6]–COHS_automaticity IAT[6] COHS_automaticity 0.0000000 0.0049320 0.0110729 -0.0221459 0.0221459 0.0000000 0.0399864 0.0004185 0.0184030 0.0571624 0.0002099 0.0144886 0.732
edge IAT[9]–COHS_automaticity IAT[9] COHS_automaticity 0.0000000 0.0027132 0.0080838 -0.0161676 0.0161676 0.0000000 0.0306834 0.0003205 0.0160544 0.0521931 0.0001731 0.0131576 0.831
edge OCIR[10]–COHS_automaticity OCIR[10] COHS_automaticity 0.0000000 -0.0000985 0.0012501 -0.0025001 0.0025001 0.0000000 0.0000000 -0.0257510 -0.0109477 -0.0009925 0.0000615 0.0078436 0.991
edge OCIR[11]–COHS_automaticity OCIR[11] COHS_automaticity 0.0000000 0.0000388 0.0012268 -0.0024536 0.0024536 0.0000000 0.0000000 0.0387954 0.0387954 0.0387954 0.0000000 0.0000000 0.999
edge OCIR[12]–COHS_automaticity OCIR[12] COHS_automaticity 0.0000000 0.0007452 0.0040958 -0.0081917 0.0081917 0.0000000 0.0119681 0.0004002 0.0120195 0.0588312 0.0001370 0.0117051 0.938
edge OCIR[14]–COHS_automaticity OCIR[14] COHS_automaticity 0.0000000 0.0000412 0.0005419 -0.0010839 0.0010839 0.0000000 0.0000000 0.0006743 0.0041186 0.0120387 0.0000139 0.0037338 0.990
edge OCIR[15]–COHS_automaticity OCIR[15] COHS_automaticity 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge OCIR[16]–COHS_automaticity OCIR[16] COHS_automaticity 0.0000000 0.0001370 0.0014552 -0.0029104 0.0029104 0.0000000 0.0000000 0.0014499 0.0124572 0.0257893 0.0000427 0.0065364 0.989
edge OCIR[17]–COHS_automaticity OCIR[17] COHS_automaticity 0.0000000 -0.0004724 0.0033370 -0.0066740 0.0066740 -0.0043463 0.0000000 -0.0420390 -0.0157469 -0.0008190 0.0001348 0.0116093 0.970
edge OCIR[18]–COHS_automaticity OCIR[18] COHS_automaticity 0.0000000 0.0009429 0.0043767 -0.0087535 0.0087535 0.0000000 0.0169446 0.0006820 0.0130954 0.0399999 0.0001081 0.0103993 0.928
edge OCIR[2]–COHS_automaticity OCIR[2] COHS_automaticity 0.0000000 0.0001060 0.0012910 -0.0025820 0.0025820 0.0000000 0.0000000 0.0002019 0.0096366 0.0217769 0.0000655 0.0080913 0.989
edge OCIR[3]–COHS_automaticity OCIR[3] COHS_automaticity 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge OCIR[4]–COHS_automaticity OCIR[4] COHS_automaticity 0.0000000 -0.0000159 0.0003738 -0.0007476 0.0007476 0.0000000 0.0000000 -0.0105103 -0.0079652 -0.0054202 0.0000130 0.0035992 0.998
edge OCIR[5]–COHS_automaticity OCIR[5] COHS_automaticity 0.0000000 0.0000537 0.0008019 -0.0016038 0.0016038 0.0000000 0.0000000 0.0013925 0.0076780 0.0198425 0.0000388 0.0062262 0.993
edge OCIR[6]–COHS_automaticity OCIR[6] COHS_automaticity 0.0000000 0.0003856 0.0026306 -0.0052612 0.0052612 0.0000000 0.0053945 0.0019224 0.0116852 0.0418777 0.0000799 0.0089370 0.967
edge OCIR[7]–COHS_automaticity OCIR[7] COHS_automaticity 0.0000000 0.0019985 0.0071579 -0.0143158 0.0143158 0.0000000 0.0249481 0.0003485 0.0144821 0.0503441 0.0001915 0.0138383 0.862
edge OCIR[8]–COHS_automaticity OCIR[8] COHS_automaticity 0.0000000 0.0002050 0.0017632 -0.0035263 0.0035263 0.0000000 0.0000000 0.0013151 0.0102491 0.0276362 0.0000551 0.0074227 0.980
edge OCIR[9]–COHS_automaticity OCIR[9] COHS_automaticity 0.0000000 0.0016184 0.0061410 -0.0122821 0.0122821 0.0000000 0.0249786 0.0004143 0.0148480 0.0456178 0.0001506 0.0122714 0.891
edge PSS[10]–COHS_automaticity PSS[10] COHS_automaticity 0.0000000 0.0072330 0.0136995 -0.0273991 0.0273991 0.0000000 0.0464516 0.0004960 0.0206656 0.0604639 0.0002588 0.0160882 0.650
edge PSS[1]–COHS_automaticity PSS[1] COHS_automaticity 0.0000000 0.0000209 0.0005237 -0.0010473 0.0010473 0.0000000 0.0000000 0.0051843 0.0104583 0.0157324 0.0000556 0.0074587 0.998
edge PSS[2]–COHS_automaticity PSS[2] COHS_automaticity 0.0000000 0.0002609 0.0019927 -0.0039855 0.0039855 0.0000000 0.0007839 0.0003672 0.0100345 0.0252716 0.0000567 0.0075289 0.974
edge PSS[4]–COHS_automaticity PSS[4] COHS_automaticity 0.0000000 0.0000935 0.0014291 -0.0028582 0.0028582 0.0000000 0.0000000 0.0003665 0.0133576 0.0349173 0.0001333 0.0115470 0.993
edge PSS[5]–COHS_automaticity PSS[5] COHS_automaticity 0.0000000 -0.0000188 0.0005815 -0.0011631 0.0011631 0.0000000 0.0000000 -0.0183861 -0.0093862 -0.0003863 0.0001620 0.0127278 0.998
edge PSS[8]–COHS_automaticity PSS[8] COHS_automaticity 0.0000000 0.0028220 0.0093264 -0.0186527 0.0186527 0.0000000 0.0337863 0.0002909 0.0189394 0.0663800 0.0002798 0.0167274 0.851
edge CESD[2]–COHS_automaticity CESD[2] COHS_automaticity -0.0059774 -0.0037569 0.0107224 -0.0274221 0.0154673 -0.0405619 0.0000000 -0.0657755 -0.0206426 -0.0005136 0.0002841 0.0168542 0.818
edge EAT26[5]–COHS_automaticity EAT26[5] COHS_automaticity -0.0164981 -0.0092378 0.0161847 -0.0488676 0.0158713 -0.0567399 0.0000000 -0.0677312 -0.0241827 -0.0007538 0.0003245 0.0180132 0.618
edge EAT26[25]–COHS_automaticity EAT26[25] COHS_automaticity -0.0219469 -0.0089059 0.0164110 -0.0547689 0.0108750 -0.0555764 0.0000000 -0.0720479 -0.0250870 -0.0011737 0.0003529 0.0187869 0.645
edge EAT26[16]–COHS_automaticity EAT26[16] COHS_automaticity -0.0613747 -0.0410988 0.0318700 -0.1251148 0.0023653 -0.1092825 0.0000000 -0.1116883 -0.0491025 -0.0041234 0.0008203 0.0286402 0.163
edge EAT26[17]–COHS_automaticity EAT26[17] COHS_automaticity -0.0632567 -0.0442287 0.0325456 -0.1283479 0.0018345 -0.1143040 0.0000000 -0.1154153 -0.0514287 -0.0056690 0.0008611 0.0293450 0.140
edge EAT26[20]–COHS_automaticity EAT26[20] COHS_automaticity -0.0870772 -0.0720865 0.0355611 -0.1581993 -0.0159550 -0.1421772 -0.0000727 -0.1423889 -0.0738591 -0.0094811 0.0011647 0.0341271 0.024

Table to get the assess of the precision the edges estimation for routine

#get values of interest
routine = subset(tb.b1, type == "edge" & node1 == "COHS_routine" | node2 =="COHS_routine")

tb_symp_routine <- routine  %>% as.data.frame() %>% arrange(desc(sample))


tb_symp_routine_boot <- knitr::kable(tb_symp_routine, "html", caption = "Table Routine") %>%
 kableExtra::kable_styling(latex_options = "HOLD_position", position = "center", full_width = F) %>%
  row_spec(0,bold=T,align='c')

tb_symp_routine_boot
Table Routine
type id node1 node2 sample mean sd CIlower CIupper q2.5 q97.5 q2.5_non0 mean_non0 q97.5_non0 var_non0 sd_non0 prop0
edge COHS_automaticity–COHS_routine COHS_automaticity COHS_routine 0.1224528 0.1004851 0.0369242 0.0486044 0.1963011 0.0289606 0.1749653 0.0317318 0.1010917 0.1750210 0.0013103 0.0361974 0.006
edge OCIR[15]–COHS_routine OCIR[15] COHS_routine 0.0961977 0.0852734 0.0316578 0.0328820 0.1595133 0.0220784 0.1437592 0.0246102 0.0857881 0.1439776 0.0009641 0.0310495 0.006
edge OCIR[2]–COHS_routine OCIR[2] COHS_routine 0.0740628 0.0622896 0.0330365 0.0079898 0.1401357 0.0000000 0.1263055 0.0108023 0.0646829 0.1267596 0.0009784 0.0312797 0.037
edge OCIR[3]–COHS_routine OCIR[3] COHS_routine 0.0469704 0.0402674 0.0312609 -0.0155513 0.1094922 0.0000000 0.1101348 0.0030833 0.0469864 0.1114598 0.0008244 0.0287128 0.143
edge IAT[10]–COHS_routine IAT[10] COHS_routine 0.0337646 0.0223883 0.0227013 -0.0116381 0.0791673 0.0000000 0.0757522 0.0021460 0.0320290 0.0800925 0.0004284 0.0206969 0.301
edge CESD[16]–COHS_routine CESD[16] COHS_routine 0.0233314 0.0148604 0.0201628 -0.0169942 0.0636569 0.0000000 0.0683179 0.0012282 0.0271672 0.0763309 0.0004089 0.0202207 0.453
edge OCIR[9]–COHS_routine OCIR[9] COHS_routine 0.0192809 0.0197075 0.0227349 -0.0261888 0.0647507 0.0000000 0.0715861 0.0014125 0.0310354 0.0777917 0.0004623 0.0215017 0.365
edge EAT26[25]–COHS_routine EAT26[25] COHS_routine 0.0172000 0.0111948 0.0185717 -0.0199434 0.0543434 0.0000000 0.0655387 0.0012999 0.0281278 0.0773869 0.0003904 0.0197594 0.602
edge EAT26[21]–COHS_routine EAT26[21] COHS_routine 0.0146508 0.0122219 0.0185666 -0.0224825 0.0517840 0.0000000 0.0636707 0.0011645 0.0262274 0.0745096 0.0003725 0.0192996 0.534
edge OCIR[13]–COHS_routine OCIR[13] COHS_routine 0.0138173 0.0134703 0.0186515 -0.0234858 0.0511204 0.0000000 0.0638374 0.0010333 0.0250844 0.0715272 0.0003565 0.0188814 0.463
edge EAT26[5]–COHS_routine EAT26[5] COHS_routine 0.0112558 0.0094632 0.0165374 -0.0218190 0.0443306 0.0000000 0.0536520 0.0007520 0.0243898 0.0650439 0.0003410 0.0184656 0.612
edge IAT[9]–COHS_routine IAT[9] COHS_routine 0.0005308 0.0051482 0.0111142 -0.0216976 0.0227593 0.0000000 0.0385215 0.0007852 0.0181915 0.0531978 0.0001995 0.0141237 0.717
edge CESD[10]–COHS_routine CESD[10] COHS_routine 0.0000000 0.0011948 0.0058411 -0.0116823 0.0116823 0.0000000 0.0172060 0.0003286 0.0157216 0.0580759 0.0002230 0.0149344 0.924
edge CESD[11]–COHS_routine CESD[11] COHS_routine 0.0000000 0.0000314 0.0006654 -0.0013308 0.0013308 0.0000000 0.0000000 0.0041608 0.0104526 0.0188984 0.0000578 0.0076013 0.997
edge CESD[12]–COHS_routine CESD[12] COHS_routine 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge CESD[13]–COHS_routine CESD[13] COHS_routine 0.0000000 -0.0000386 0.0013231 -0.0026463 0.0026463 0.0000000 0.0000000 -0.0417204 -0.0192916 0.0031372 0.0010061 0.0317191 0.998
edge CESD[14]–COHS_routine CESD[14] COHS_routine 0.0000000 0.0002991 0.0020287 -0.0040574 0.0040574 0.0000000 0.0032649 0.0000387 0.0093481 0.0255043 0.0000453 0.0067311 0.968
edge CESD[15]–COHS_routine CESD[15] COHS_routine 0.0000000 -0.0001834 0.0023792 -0.0047585 0.0047585 0.0000000 0.0000000 -0.0469291 -0.0203773 -0.0004117 0.0002440 0.0156192 0.991
edge CESD[17]–COHS_routine CESD[17] COHS_routine 0.0000000 -0.0004225 0.0029523 -0.0059045 0.0059045 -0.0045003 0.0000000 -0.0396330 -0.0140827 -0.0003916 0.0001012 0.0100617 0.970
edge CESD[18]–COHS_routine CESD[18] COHS_routine 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge CESD[19]–COHS_routine CESD[19] COHS_routine 0.0000000 0.0000262 0.0008296 -0.0016592 0.0016592 0.0000000 0.0000000 0.0262336 0.0262336 0.0262336 0.0000000 0.0000000 0.999
edge CESD[1]–COHS_routine CESD[1] COHS_routine 0.0000000 -0.0002124 0.0017432 -0.0034863 0.0034863 0.0000000 0.0000000 -0.0210811 -0.0101139 -0.0001705 0.0000466 0.0068284 0.979
edge CESD[20]–COHS_routine CESD[20] COHS_routine 0.0000000 -0.0000047 0.0001484 -0.0002968 0.0002968 0.0000000 0.0000000 -0.0046931 -0.0046931 -0.0046931 0.0000000 0.0000000 0.999
edge CESD[3]–COHS_routine CESD[3] COHS_routine 0.0000000 -0.0000207 0.0005035 -0.0010071 0.0010071 0.0000000 0.0000000 -0.0154197 -0.0051670 -0.0001621 0.0000490 0.0069983 0.996
edge CESD[4]–COHS_routine CESD[4] COHS_routine 0.0000000 0.0042143 0.0100413 -0.0200826 0.0200826 0.0000000 0.0367879 0.0010182 0.0167233 0.0502611 0.0001913 0.0138303 0.748
edge CESD[5]–COHS_routine CESD[5] COHS_routine 0.0000000 -0.0000066 0.0003123 -0.0006246 0.0006246 0.0000000 0.0000000 -0.0094627 -0.0033222 0.0028184 0.0000754 0.0086841 0.998
edge CESD[6]–COHS_routine CESD[6] COHS_routine 0.0000000 -0.0000049 0.0001534 -0.0003068 0.0003068 0.0000000 0.0000000 -0.0048507 -0.0048507 -0.0048507 0.0000000 0.0000000 0.999
edge CESD[7]–COHS_routine CESD[7] COHS_routine 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge CESD[8]–COHS_routine CESD[8] COHS_routine 0.0000000 0.0012882 0.0053839 -0.0107677 0.0107677 0.0000000 0.0202723 0.0005634 0.0161030 0.0446208 0.0001250 0.0111787 0.920
edge CESD[9]–COHS_routine CESD[9] COHS_routine 0.0000000 0.0000404 0.0008339 -0.0016677 0.0016677 0.0000000 0.0000000 0.0066494 0.0134679 0.0232944 0.0000760 0.0087206 0.997
edge EAT26[10]–COHS_routine EAT26[10] COHS_routine 0.0000000 0.0000520 0.0006793 -0.0013586 0.0013586 0.0000000 0.0000000 0.0026391 0.0074315 0.0120553 0.0000129 0.0035851 0.993
edge EAT26[11]–COHS_routine EAT26[11] COHS_routine 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge EAT26[12]–COHS_routine EAT26[12] COHS_routine 0.0000000 0.0000289 0.0004547 -0.0009093 0.0009093 0.0000000 0.0000000 0.0025206 0.0057828 0.0093320 0.0000100 0.0031676 0.995
edge EAT26[13]–COHS_routine EAT26[13] COHS_routine 0.0000000 0.0007466 0.0042759 -0.0085518 0.0085518 0.0000000 0.0115425 0.0013439 0.0158855 0.0596189 0.0001513 0.0123024 0.953
edge EAT26[14]–COHS_routine EAT26[14] COHS_routine 0.0000000 0.0000007 0.0000217 -0.0000434 0.0000434 0.0000000 0.0000000 0.0006862 0.0006862 0.0006862 0.0000000 0.0000000 0.999
edge EAT26[15]–COHS_routine EAT26[15] COHS_routine 0.0000000 0.0001403 0.0017571 -0.0035143 0.0035143 0.0000000 0.0000000 -0.0071715 0.0107907 0.0329069 0.0001325 0.0115125 0.987
edge EAT26[16]–COHS_routine EAT26[16] COHS_routine 0.0000000 0.0000369 0.0009391 -0.0018781 0.0018781 0.0000000 0.0000000 0.0008549 0.0123135 0.0287783 0.0002137 0.0146194 0.997
edge EAT26[17]–COHS_routine EAT26[17] COHS_routine 0.0000000 -0.0023593 0.0082926 -0.0165852 0.0165852 -0.0325972 0.0000000 -0.0579357 -0.0194987 -0.0014991 0.0002355 0.0153463 0.879
edge EAT26[18]–COHS_routine EAT26[18] COHS_routine 0.0000000 -0.0000330 0.0006850 -0.0013701 0.0013701 0.0000000 0.0000000 -0.0161708 -0.0082556 0.0020150 0.0000658 0.0081093 0.996
edge EAT26[19]–COHS_routine EAT26[19] COHS_routine 0.0000000 0.0000088 0.0002586 -0.0005171 0.0005171 0.0000000 0.0000000 0.0006503 0.0044008 0.0081513 0.0000281 0.0053040 0.998
edge EAT26[1]–COHS_routine EAT26[1] COHS_routine 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge EAT26[20]–COHS_routine EAT26[20] COHS_routine 0.0000000 -0.0000097 0.0003980 -0.0007959 0.0007959 0.0000000 0.0000000 -0.0120010 -0.0024341 0.0032815 0.0000449 0.0066985 0.996
edge EAT26[22]–COHS_routine EAT26[22] COHS_routine 0.0000000 0.0001477 0.0013657 -0.0027314 0.0027314 0.0000000 0.0000000 0.0009716 0.0077754 0.0234901 0.0000409 0.0063960 0.981
edge EAT26[23]–COHS_routine EAT26[23] COHS_routine 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge EAT26[24]–COHS_routine EAT26[24] COHS_routine 0.0000000 0.0000931 0.0015575 -0.0031150 0.0031150 0.0000000 0.0000000 -0.0211028 0.0103470 0.0228279 0.0001836 0.0135485 0.991
edge EAT26[26]–COHS_routine EAT26[26] COHS_routine 0.0000000 -0.0019064 0.0075832 -0.0151664 0.0151664 -0.0267334 0.0000000 -0.0690826 -0.0188748 -0.0010328 0.0002510 0.0158427 0.899
edge EAT26[2]–COHS_routine EAT26[2] COHS_routine 0.0000000 -0.0003044 0.0031237 -0.0062474 0.0062474 0.0000000 0.0000000 -0.0626016 -0.0179055 -0.0003877 0.0002744 0.0165642 0.983
edge EAT26[3]–COHS_routine EAT26[3] COHS_routine 0.0000000 0.0000406 0.0007929 -0.0015857 0.0015857 0.0000000 0.0000000 0.0002974 0.0081254 0.0223568 0.0000749 0.0086535 0.995
edge EAT26[4]–COHS_routine EAT26[4] COHS_routine 0.0000000 0.0003225 0.0024852 -0.0049703 0.0049703 0.0000000 0.0026963 0.0001887 0.0104027 0.0416131 0.0000973 0.0098643 0.969
edge EAT26[6]–COHS_routine EAT26[6] COHS_routine 0.0000000 0.0000182 0.0004331 -0.0008662 0.0008662 0.0000000 0.0000000 0.0058416 0.0091178 0.0123940 0.0000215 0.0046333 0.998
edge EAT26[7]–COHS_routine EAT26[7] COHS_routine 0.0000000 -0.0047961 0.0135869 -0.0271737 0.0271737 -0.0503728 0.0000000 -0.0806134 -0.0259248 -0.0013045 0.0004515 0.0212494 0.815
edge EAT26[8]–COHS_routine EAT26[8] COHS_routine 0.0000000 0.0004756 0.0030115 -0.0060229 0.0060229 0.0000000 0.0088840 0.0000646 0.0118903 0.0388165 0.0000931 0.0096487 0.960
edge EAT26[9]–COHS_routine EAT26[9] COHS_routine 0.0000000 -0.0009832 0.0053624 -0.0107248 0.0107248 -0.0153452 0.0000000 -0.0592057 -0.0169524 -0.0000903 0.0002285 0.0151166 0.942
edge IAT[11]–COHS_routine IAT[11] COHS_routine 0.0000000 0.0002828 0.0022892 -0.0045785 0.0045785 0.0000000 0.0015659 0.0003012 0.0097524 0.0388417 0.0000913 0.0095565 0.971
edge IAT[12]–COHS_routine IAT[12] COHS_routine 0.0000000 0.0020661 0.0081417 -0.0162834 0.0162834 0.0000000 0.0289125 0.0009055 0.0189553 0.0761519 0.0002901 0.0170309 0.891
edge IAT[13]–COHS_routine IAT[13] COHS_routine 0.0000000 0.0047390 0.0119450 -0.0238899 0.0238899 0.0000000 0.0472685 0.0002860 0.0213469 0.0615955 0.0002888 0.0169954 0.778
edge IAT[14]–COHS_routine IAT[14] COHS_routine 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge IAT[15]–COHS_routine IAT[15] COHS_routine 0.0000000 -0.0000363 0.0008433 -0.0016866 0.0016866 0.0000000 0.0000000 -0.0259725 -0.0090786 -0.0027191 0.0001274 0.0112855 0.996
edge IAT[16]–COHS_routine IAT[16] COHS_routine 0.0000000 0.0020481 0.0072040 -0.0144080 0.0144080 0.0000000 0.0281878 0.0004629 0.0176564 0.0510253 0.0001729 0.0131473 0.884
edge IAT[17]–COHS_routine IAT[17] COHS_routine 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge IAT[18]–COHS_routine IAT[18] COHS_routine 0.0000000 -0.0001065 0.0015913 -0.0031825 0.0031825 0.0000000 0.0000000 -0.0353508 -0.0213069 -0.0139005 0.0000678 0.0082311 0.995
edge IAT[19]–COHS_routine IAT[19] COHS_routine 0.0000000 0.0009498 0.0047397 -0.0094794 0.0094794 0.0000000 0.0137020 0.0000948 0.0141766 0.0502698 0.0001497 0.0122346 0.933
edge IAT[1]–COHS_routine IAT[1] COHS_routine 0.0000000 0.0020497 0.0075294 -0.0150588 0.0150588 0.0000000 0.0272738 0.0002218 0.0179800 0.0570489 0.0002122 0.0145683 0.886
edge IAT[20]–COHS_routine IAT[20] COHS_routine 0.0000000 0.0007242 0.0046933 -0.0093866 0.0093866 0.0000000 0.0103283 0.0010432 0.0172429 0.0797052 0.0002449 0.0156501 0.958
edge IAT[2]–COHS_routine IAT[2] COHS_routine 0.0000000 -0.0000205 0.0005259 -0.0010517 0.0010517 0.0000000 0.0000000 -0.0160403 -0.0068250 -0.0000312 0.0000685 0.0082747 0.997
edge IAT[3]–COHS_routine IAT[3] COHS_routine 0.0000000 -0.0050001 0.0133805 -0.0267610 0.0267610 -0.0482305 0.0000000 -0.0768107 -0.0260424 -0.0007507 0.0003856 0.0196359 0.808
edge IAT[4]–COHS_routine IAT[4] COHS_routine 0.0000000 0.0000119 0.0003580 -0.0007160 0.0007160 0.0000000 0.0000000 -0.0032499 0.0039606 0.0088160 0.0000406 0.0063684 0.997
edge IAT[5]–COHS_routine IAT[5] COHS_routine 0.0000000 0.0011081 0.0047051 -0.0094102 0.0094102 0.0000000 0.0184894 0.0007538 0.0127371 0.0378422 0.0001073 0.0103594 0.913
edge IAT[6]–COHS_routine IAT[6] COHS_routine 0.0000000 -0.0004661 0.0030875 -0.0061750 0.0061750 -0.0045938 0.0000000 -0.0347792 -0.0129476 -0.0000452 0.0001059 0.0102892 0.964
edge IAT[7]–COHS_routine IAT[7] COHS_routine 0.0000000 0.0000491 0.0011646 -0.0023292 0.0023292 0.0000000 0.0000000 0.0158700 0.0245597 0.0332493 0.0001510 0.0122890 0.998
edge IAT[8]–COHS_routine IAT[8] COHS_routine 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.000
edge OCIR[10]–COHS_routine OCIR[10] COHS_routine 0.0000000 -0.0000117 0.0003712 -0.0007423 0.0007423 0.0000000 0.0000000 -0.0117374 -0.0117374 -0.0117374 0.0000000 0.0000000 0.999
edge OCIR[11]–COHS_routine OCIR[11] COHS_routine 0.0000000 0.0006738 0.0041836 -0.0083673 0.0083673 0.0000000 0.0089047 0.0000656 0.0146472 0.0484899 0.0001793 0.0133918 0.954
edge OCIR[12]–COHS_routine OCIR[12] COHS_routine 0.0000000 0.0000075 0.0002369 -0.0004739 0.0004739 0.0000000 0.0000000 0.0074922 0.0074922 0.0074922 0.0000000 0.0000000 0.999
edge OCIR[14]–COHS_routine OCIR[14] COHS_routine 0.0000000 0.0000355 0.0005542 -0.0011083 0.0011083 0.0000000 0.0000000 0.0000189 0.0044347 0.0130509 0.0000215 0.0046400 0.992
edge OCIR[16]–COHS_routine OCIR[16] COHS_routine 0.0000000 0.0004842 0.0030899 -0.0061798 0.0061798 0.0000000 0.0086213 0.0000640 0.0127409 0.0460608 0.0000974 0.0098689 0.962
edge OCIR[17]–COHS_routine OCIR[17] COHS_routine 0.0000000 0.0005453 0.0032533 -0.0065067 0.0065067 0.0000000 0.0104305 0.0002767 0.0121186 0.0380454 0.0000969 0.0098424 0.955
edge OCIR[18]–COHS_routine OCIR[18] COHS_routine 0.0000000 0.0000179 0.0004205 -0.0008410 0.0008410 0.0000000 0.0000000 0.0060319 0.0089444 0.0118569 0.0000170 0.0041189 0.998
edge OCIR[1]–COHS_routine OCIR[1] COHS_routine 0.0000000 0.0001032 0.0022034 -0.0044067 0.0044067 0.0000000 0.0000000 0.0018659 0.0172007 0.0668166 0.0006171 0.0248413 0.994
edge OCIR[4]–COHS_routine OCIR[4] COHS_routine 0.0000000 0.0003101 0.0024972 -0.0049944 0.0049944 0.0000000 0.0033288 0.0002355 0.0103354 0.0477382 0.0001076 0.0103747 0.970
edge OCIR[5]–COHS_routine OCIR[5] COHS_routine 0.0000000 0.0029303 0.0096018 -0.0192037 0.0192037 0.0000000 0.0345312 0.0009564 0.0200704 0.0653435 0.0002888 0.0169945 0.854
edge OCIR[6]–COHS_routine OCIR[6] COHS_routine 0.0000000 0.0001661 0.0014672 -0.0029343 0.0029343 0.0000000 0.0000000 0.0003609 0.0072231 0.0277770 0.0000445 0.0066675 0.977
edge OCIR[7]–COHS_routine OCIR[7] COHS_routine 0.0000000 0.0000801 0.0010571 -0.0021142 0.0021142 0.0000000 0.0000000 0.0066634 0.0114462 0.0205850 0.0000343 0.0058539 0.993
edge OCIR[8]–COHS_routine OCIR[8] COHS_routine 0.0000000 0.0030157 0.0083868 -0.0167737 0.0167737 0.0000000 0.0318634 0.0009632 0.0170376 0.0475857 0.0001590 0.0126094 0.823
edge PSS[10]–COHS_routine PSS[10] COHS_routine 0.0000000 0.0009342 0.0043360 -0.0086720 0.0086720 0.0000000 0.0148164 0.0007677 0.0133462 0.0406939 0.0001042 0.0102055 0.930
edge PSS[1]–COHS_routine PSS[1] COHS_routine 0.0000000 0.0004651 0.0032288 -0.0064575 0.0064575 0.0000000 0.0048689 0.0003147 0.0132877 0.0397519 0.0001309 0.0114417 0.965
edge PSS[2]–COHS_routine PSS[2] COHS_routine 0.0000000 0.0000557 0.0008499 -0.0016998 0.0016998 0.0000000 0.0000000 0.0056185 0.0111390 0.0195254 0.0000261 0.0051059 0.995
edge PSS[3]–COHS_routine PSS[3] COHS_routine 0.0000000 0.0004501 0.0032466 -0.0064932 0.0064932 0.0000000 0.0032581 0.0002912 0.0140647 0.0405203 0.0001420 0.0119168 0.968
edge PSS[4]–COHS_routine PSS[4] COHS_routine 0.0000000 0.0041245 0.0109425 -0.0218850 0.0218850 0.0000000 0.0413616 0.0006319 0.0192732 0.0653287 0.0002683 0.0163784 0.786
edge PSS[5]–COHS_routine PSS[5] COHS_routine 0.0000000 0.0000061 0.0001936 -0.0003872 0.0003872 0.0000000 0.0000000 0.0061224 0.0061224 0.0061224 0.0000000 0.0000000 0.999
edge PSS[6]–COHS_routine PSS[6] COHS_routine 0.0000000 0.0006144 0.0036700 -0.0073400 0.0073400 0.0000000 0.0091671 0.0007936 0.0130719 0.0441702 0.0001261 0.0112305 0.953
edge PSS[7]–COHS_routine PSS[7] COHS_routine 0.0000000 0.0000298 0.0006784 -0.0013568 0.0013568 0.0000000 0.0000000 0.0003770 0.0099368 0.0184165 0.0000822 0.0090682 0.997
edge PSS[8]–COHS_routine PSS[8] COHS_routine 0.0000000 0.0005492 0.0037153 -0.0074307 0.0074307 0.0000000 0.0091778 0.0002288 0.0152557 0.0610711 0.0001632 0.0127762 0.964
edge PSS[9]–COHS_routine PSS[9] COHS_routine 0.0000000 0.0008978 0.0045756 -0.0091513 0.0091513 0.0000000 0.0139693 0.0003232 0.0149628 0.0523275 0.0001405 0.0118525 0.940
edge CESD[2]–COHS_routine CESD[2] COHS_routine -0.0043779 -0.0053885 0.0129806 -0.0303392 0.0215834 -0.0490539 0.0000000 -0.0666927 -0.0231266 -0.0014297 0.0003136 0.0177078 0.767

Estimate centrality index stability

set.seed(1331)
b2 <- bootnet(mynetwork.sympt, boots= 10000, nCores = 1, type = "case",
              statistics = c("strength","expectedInfluence","edge"),caseN = 50)
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set.seed(1331)
b3 <- bootnet(mynetwork.sympt, boots= 10000, nCores = 1, type = "case",
              statistics = c("Strength","Betweenness","Closeness"),caseN = 50)
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corStability(b3)
## === Correlation Stability Analysis === 
## 
## Sampling levels tested:
##    nPerson Drop%  n
## 1      166  75.1 20
## 2      176  73.6 21
## 3      186  72.1 19
## 4      195  70.7 22
## 5      205  69.2 29
## 6      214  67.9 15
## 7      224  66.4 17
## 8      233  65.0 18
## 9      243  63.5 18
## 10     252  62.2 16
## 11     262  60.7 12
## 12     271  59.3 23
## 13     281  57.8 27
## 14     290  56.5 23
## 15     300  55.0 29
## 16     309  53.6 18
## 17     319  52.1 33
## 18     328  50.8 15
## 19     338  49.2 25
## 20     347  47.9 27
## 21     357  46.4 17
## 22     366  45.0 23
## 23     376  43.5 24
## 24     385  42.2 20
## 25     395  40.7 12
## 26     404  39.3 19
## 27     414  37.8 23
## 28     423  36.5 12
## 29     433  35.0 20
## 30     442  33.6 16
## 31     452  32.1 13
## 32     461  30.8 20
## 33     471  29.3 13
## 34     480  27.9 19
## 35     490  26.4 11
## 36     500  24.9 25
## 37     509  23.6 22
## 38     519  22.1 17
## 39     528  20.7 20
## 40     538  19.2 29
## 41     547  17.9 21
## 42     557  16.4 27
## 43     566  15.0 19
## 44     576  13.5 18
## 45     585  12.2 20
## 46     595  10.7 19
## 47     604   9.3 14
## 48     614   7.8 21
## 49     623   6.5 26
## 50     633   5.0 13
## 
## Maximum drop proportions to retain correlation of 0.7 in at least 95% of the samples:
## 
## betweenness: 0.365 
##   - For more accuracy, run bootnet(..., caseMin = 0.35, caseMax = 0.378) 
## 
## closeness: 0.365 
##   - For more accuracy, run bootnet(..., caseMin = 0.35, caseMax = 0.378) 
## 
## strength: 0.635 
##   - For more accuracy, run bootnet(..., caseMin = 0.622, caseMax = 0.65) 
## 
## Accuracy can also be increased by increasing both 'nBoots' and 'caseN'.
plot(b3, c("Strength","Betweenness","Closeness"))

corStability(b2)
## === Correlation Stability Analysis === 
## 
## Sampling levels tested:
##    nPerson Drop%  n
## 1      166  75.1 20
## 2      176  73.6 21
## 3      186  72.1 19
## 4      195  70.7 22
## 5      205  69.2 29
## 6      214  67.9 15
## 7      224  66.4 17
## 8      233  65.0 18
## 9      243  63.5 18
## 10     252  62.2 16
## 11     262  60.7 12
## 12     271  59.3 23
## 13     281  57.8 27
## 14     290  56.5 23
## 15     300  55.0 29
## 16     309  53.6 18
## 17     319  52.1 33
## 18     328  50.8 15
## 19     338  49.2 25
## 20     347  47.9 27
## 21     357  46.4 17
## 22     366  45.0 23
## 23     376  43.5 24
## 24     385  42.2 20
## 25     395  40.7 12
## 26     404  39.3 19
## 27     414  37.8 23
## 28     423  36.5 12
## 29     433  35.0 20
## 30     442  33.6 16
## 31     452  32.1 13
## 32     461  30.8 20
## 33     471  29.3 13
## 34     480  27.9 19
## 35     490  26.4 11
## 36     500  24.9 25
## 37     509  23.6 22
## 38     519  22.1 17
## 39     528  20.7 20
## 40     538  19.2 29
## 41     547  17.9 21
## 42     557  16.4 27
## 43     566  15.0 19
## 44     576  13.5 18
## 45     585  12.2 20
## 46     595  10.7 19
## 47     604   9.3 14
## 48     614   7.8 21
## 49     623   6.5 26
## 50     633   5.0 13
## 
## Maximum drop proportions to retain correlation of 0.7 in at least 95% of the samples:
## 
## edge: 0.664 
##   - For more accuracy, run bootnet(..., caseMin = 0.65, caseMax = 0.679) 
## 
## expectedInfluence: 0.635 
##   - For more accuracy, run bootnet(..., caseMin = 0.622, caseMax = 0.65) 
## 
## strength: 0.635 
##   - For more accuracy, run bootnet(..., caseMin = 0.622, caseMax = 0.65) 
## 
## Accuracy can also be increased by increasing both 'nBoots' and 'caseN'.
plot (b2, c("strength"))

plot (b2, c("edge"))

plot (b2, c("expectedInfluence"))

# edge precision
plot (b1, labels= F, order = "sample")

# strength centrality 
plot (b1, "strength", order = "sample", label = TRUE)

# expected influence centrality
plot(b1, "expectedInfluence", order = "sample", label = T)

Let s compute bridge symptoms – this is not reported in the main manuscript

#my_groups = list("STR"=c(1:30),"INT"=c(31:50),"EAT"= c(51:76), "OCI"= c(77:94), "habit" = c(95:96))

#my_communities = c(rep(1,30), rep(2,20), rep(3,26), rep(4,18),rep(5,2)) 

#myplot <- plot(mynetwork.sympt, layout = "spring", groups = my_groups, labels=new_names)

#mybridge <- bridge(myplot, communities= my_communities, useCommunities = "all", directed = NULL, nodes = NULL)


#plot(mybridge, include = "Bridge Strength")

#plot(mybridge, include = "Bridge Expected Influence (1-step)")

Lets compute the bridge stability – not reported in the main manuscript

#caseDroppingboot <- bootnet(mynetwork.sympt, boots=1000, nCores = 4, type = "case", statistics=c("bridgeStrength", "BridgeExpectedInfluence"), communities=my_groups)

#corStability(caseDroppingboot)

#plot(caseDroppingboot,statistics = "bridgeStrength")
#plot(caseDroppingboot,statistics = "BridgeExpectedInfluence")

#nonParametricBoot <- bootnet(mynetwork.sympt, boots=1000, nCores = 4, type = "nonparametric", statistics=c("bridgeStrength", "BridgeExpectedInfluence"), communities=my_groups)


#plot(nonParametricBoot ,statistics = "bridgeStrength", plot = "difference")
#plot(nonParametricBoot ,statistics = "BridgeExpectedInfluence", plot = "difference")